Basic Statistics

Raw Counts

Name Value
Rows 45,896
Columns 26
Discrete columns 10
Continuous columns 16
All missing columns 0
Missing observations 63,254
Complete Rows 1,703
Total observations 1,193,296
Memory allocation 7.7 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 4 columns ignored with more than 50 categories.
## Make: 141 categories
## Model: 4762 categories
## Engine.Displacement: 68 categories
## Engine.Description: 590 categories

QQ Plot

Correlation Analysis

## 6 features with more than 20 categories ignored!
## Make: 41 categories
## Model: 439 categories
## Engine.Displacement: 32 categories
## Engine.Description: 59 categories
## Transmission: 22 categories
## Vehicle.Class: 23 categories
## Warning in cor(x = structure(list(ID = c(16403L, 16409L, 16410L,
## 16411L, : the standard deviation is zero

Principal Component Analysis

## 2 features with more than 50 categories ignored!
## Model: 439 categories
## Engine.Description: 59 categories
## Warning in plot_prcomp(data = structure(list(ID = c(16403L, 16409L, 16410L, : The following features are dropped due to zero variance:
##  * Time.to.Charge.EV..hours.at.120v.
##  * Range..for.EV.
##  * City.Range..for.EV...Fuel.Type.1.
##  * Hwy.Range..for.EV...Fuel.Type.1.